The role of multimorbidity and socio-economic characteristics as potential risk factors for Long Covid: evidence from the multilevel analysis of the Survey of Health, Ageing and Retirement in Europe's corona surveys (2020-2021)

被引:4
作者
Wilk, Piotr [1 ,2 ,3 ]
Moran, Valerie [3 ,4 ]
Alperin, Maria N. Pi [4 ]
Bohn, Torsten [3 ]
Fagherazzi, Guy [3 ]
Zeegers, Maurice P. [2 ,5 ]
Ruiz-Castell, Maria [3 ,4 ]
机构
[1] Western Univ, Schulich Sch Med & Dent, Dept Epidemiol & Biostat, London, ON, Canada
[2] Maastricht Univ, Dept Epidemiol, Maastricht, Netherlands
[3] Luxembourg Inst Hlth, Dept Precis Hlth, Strassen, Luxembourg
[4] Luxembourg Inst Socio Econ Res, Living Condit Dept, Esch Sur Alzette, Luxembourg
[5] MBP Holding, Heerlen, Netherlands
关键词
Survey of Health; Ageing and Retirement in Europe (SHARE); Long Covid; multilevel model; multimorbidity; older people; socio-economic factors; PREVALENCE; MODELS;
D O I
10.1093/ageing/afad225
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
Background A substantial proportion of individuals continue experiencing persistent symptoms following the acute stage of their Covid-19 illness. However, there is a shortage of population-based studies on Long Covid risk factors.Objective To estimate the prevalence of Long Covid in the population of middle-aged and older Europeans having contracted Covid-19 and to assess the role of multimorbidity and socio-economic characteristics as potential risk factors of Long Covid.Methods A population-based longitudinal prospective study involving a sample of respondents 50 years and older (n = 4,004) from 27 countries who participated in the 2020 and 2021 Survey of Health, Ageing and Retirement in Europe (SHARE), in particular the Corona Surveys. Analyses were conducted by a multilevel (random intercept) hurdle negative binomial model.Results Overall, 71.6% (95% confidence interval = 70.2-73.0%) of the individuals who contracted Covid-19 had at least one symptom of Long Covid up to 12 months after the infection, with an average of 3.06 (standard deviation = 1.88) symptoms. There were significant cross-country differences in the prevalence of Long Covid and number of symptoms. Higher education and being a man were associated with a lower risk of Long Covid, whilst being employed was associated with a higher risk of having Long Covid. Multimorbidity was associated with a higher number of symptoms and older age was associated with a lower number of symptoms.Conclusion Our results provide evidence on the substantial burden of Long Covid in Europe. Individuals who contracted Covid-19 may require long-term support or further medical intervention, putting additional pressure on national health care systems.
引用
收藏
页数:9
相关论文
共 32 条
  • [1] [Anonymous], 2022, Survey of Health, Ageing and Retirement in Europe
  • [2] Data Resource Profile: The Survey of Health, Ageing and Retirement in Europe (SHARE)
    Boersch-Supan, Axel
    Brandt, Martina
    Hunkler, Christian
    Kneip, Thorsten
    Korbmacher, Julie
    Malter, Frederic
    Schaan, Barbara
    Stuck, Stephanie
    Zuber, Sabrina
    [J]. INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2013, 42 (04) : 992 - 1001
  • [3] Self-Reported Long COVID in the General Population: Sociodemographic and Health Correlates in a Cross-National Sample
    Bonsaksen, Tore
    Leung, Janni
    Price, Daicia
    Ruffolo, Mary
    Lamph, Gary
    Kabelenga, Isaac
    Thygesen, Hilde
    Geirdal, Amy Ostertun
    [J]. LIFE-BASEL, 2022, 12 (06):
  • [4] Social determinants of health and inequalities in COVID-19
    Burstrom, Bo
    Tao, Wenjing
    [J]. EUROPEAN JOURNAL OF PUBLIC HEALTH, 2020, 30 (04) : 617 - 618
  • [5] CfSSaE CSSE., 2022, COVID-19 Dashboard
  • [6] Global Prevalence of Post-Coronavirus Disease 2019 (COVID-19) Condition or Long COVID: A Meta-Analysis and Systematic Review
    Chen, Chen
    Haupert, Spencer R.
    Zimmermann, Lauren
    Shi, Xu
    Fritsche, Lars G.
    Mukherjee, Bhramar
    [J]. JOURNAL OF INFECTIOUS DISEASES, 2022, 226 (09) : 1593 - 1607
  • [7] Centering predictor variables in cross-sectional multilevel models: A new look at an old issue
    Enders, Craig K.
    Tofighi, Davood
    [J]. PSYCHOLOGICAL METHODS, 2007, 12 (02) : 121 - 138
  • [8] Long COVID symptoms in a population-based sample of persons discharged home from hospital
    Feldman, Debbie Ehrmann
    Boudrias, Marie-Helene
    Mazer, Barbara
    [J]. CANADIAN JOURNAL OF PUBLIC HEALTH-REVUE CANADIENNE DE SANTE PUBLIQUE, 2022, 113 (06): : 930 - 939
  • [9] Long-term post-COVID symptoms and associated risk factors in previously hospitalized patients: A multicenter study
    Fernandez-de-las-Penas, Cesar
    Palacios-Cena, Domingo
    Gomez-Mayordomo, Victor
    Rodriuez-Jimenez, Jorge
    Palacios-Cena, Maria
    Velasco-Arribas, Maria
    Guijarro, Carlos
    de-la-Llave-Rincon, Ana I.
    Fuensalida-Novo, Stella
    Elvira-Martinez, Carlos M.
    Cuadrado, Maria L.
    Arias-Navalon, Jose A.
    Florencio, Lidiane L.
    Ortega-Santiago, Ricardo
    Molina-Trigueros, Luis J.
    Sebastian-Viana, Tomas
    Torres-Macho, Juan
    Canto-Diez, Gabriela
    Plaza-Canteli, Susana
    Cigaran-Mendez, Margarita
    Ambite-Quesada, Silvia
    Hernandez-Barrera, Valentin
    Arias-Buria, Jose L.
    Arendt-Nielsen, Lars
    [J]. JOURNAL OF INFECTION, 2021, 83 (02) : 271 - 274
  • [10] Persisting Symptoms After COVID-19
    Foerster, Christian
    Colombo, Miriam Giovanna
    Wetzel, Anna-Jasmin
    Martus, Peter
    Joos, Stefanie
    [J]. DEUTSCHES ARZTEBLATT INTERNATIONAL, 2022, 119 (10): : 167 - +